Benjamin W.B. Holman , David L. Hopkins , Stephanie M. Fowler
{"title":"拉曼光谱法是一种通过真空包装羊肉的包装材料预测羊肉中活菌总数的无创方法","authors":"Benjamin W.B. Holman , David L. Hopkins , Stephanie M. Fowler","doi":"10.1016/j.meatsci.2025.109943","DOIUrl":null,"url":null,"abstract":"<div><div>This study investigated the use Raman spectroscopy to predict the in-pack total viable count (TVC) of microorganism on vacuum packaged and chilled lamb meat. A total of 159 lamb <em>longissimus lumborum</em> muscles (LL) were sourced from an investigation into the effects of chilled storage periods and packaging types. Each LL was measured while still in its packaging using a hand-held Raman spectroscopy device (785 Mira, Metrohm®, Melbourne, AUS) using a 785 ± 0.5 nm laser, 8–10 cm<sup>−1</sup> spectral resolution. After Raman measurements, the samples LL were removed from their packaging and analysed for TVC. It was found that Raman spectra only provided modest predictions (<em>R</em><sup>2</sup> = 0.29; RMSE = 1.34) of in-pack TVC. Raman spectra could, however, differentiate between lamb meat with high and low TVC (based on log 5 CFU/g) with relatively high accuracy (92.5 %) and sensitivity (88.0 %). These findings confirm the application of Raman spectroscopy to provide non-destructive information of the in-pack status of TVC for chilled lamb meat.</div></div>","PeriodicalId":389,"journal":{"name":"Meat Science","volume":"230 ","pages":"Article 109943"},"PeriodicalIF":6.1000,"publicationDate":"2025-08-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Raman spectroscopy is a non-invasive method to predict the total viable microbial count through the packaging material of vacuum packaged lamb meat\",\"authors\":\"Benjamin W.B. Holman , David L. Hopkins , Stephanie M. Fowler\",\"doi\":\"10.1016/j.meatsci.2025.109943\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This study investigated the use Raman spectroscopy to predict the in-pack total viable count (TVC) of microorganism on vacuum packaged and chilled lamb meat. A total of 159 lamb <em>longissimus lumborum</em> muscles (LL) were sourced from an investigation into the effects of chilled storage periods and packaging types. Each LL was measured while still in its packaging using a hand-held Raman spectroscopy device (785 Mira, Metrohm®, Melbourne, AUS) using a 785 ± 0.5 nm laser, 8–10 cm<sup>−1</sup> spectral resolution. After Raman measurements, the samples LL were removed from their packaging and analysed for TVC. It was found that Raman spectra only provided modest predictions (<em>R</em><sup>2</sup> = 0.29; RMSE = 1.34) of in-pack TVC. Raman spectra could, however, differentiate between lamb meat with high and low TVC (based on log 5 CFU/g) with relatively high accuracy (92.5 %) and sensitivity (88.0 %). These findings confirm the application of Raman spectroscopy to provide non-destructive information of the in-pack status of TVC for chilled lamb meat.</div></div>\",\"PeriodicalId\":389,\"journal\":{\"name\":\"Meat Science\",\"volume\":\"230 \",\"pages\":\"Article 109943\"},\"PeriodicalIF\":6.1000,\"publicationDate\":\"2025-08-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Meat Science\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0309174025002049\",\"RegionNum\":1,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"Agricultural and Biological Sciences\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Meat Science","FirstCategoryId":"97","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0309174025002049","RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"Agricultural and Biological Sciences","Score":null,"Total":0}
Raman spectroscopy is a non-invasive method to predict the total viable microbial count through the packaging material of vacuum packaged lamb meat
This study investigated the use Raman spectroscopy to predict the in-pack total viable count (TVC) of microorganism on vacuum packaged and chilled lamb meat. A total of 159 lamb longissimus lumborum muscles (LL) were sourced from an investigation into the effects of chilled storage periods and packaging types. Each LL was measured while still in its packaging using a hand-held Raman spectroscopy device (785 Mira, Metrohm®, Melbourne, AUS) using a 785 ± 0.5 nm laser, 8–10 cm−1 spectral resolution. After Raman measurements, the samples LL were removed from their packaging and analysed for TVC. It was found that Raman spectra only provided modest predictions (R2 = 0.29; RMSE = 1.34) of in-pack TVC. Raman spectra could, however, differentiate between lamb meat with high and low TVC (based on log 5 CFU/g) with relatively high accuracy (92.5 %) and sensitivity (88.0 %). These findings confirm the application of Raman spectroscopy to provide non-destructive information of the in-pack status of TVC for chilled lamb meat.
期刊介绍:
The aim of Meat Science is to serve as a suitable platform for the dissemination of interdisciplinary and international knowledge on all factors influencing the properties of meat. While the journal primarily focuses on the flesh of mammals, contributions related to poultry will be considered if they enhance the overall understanding of the relationship between muscle nature and meat quality post mortem. Additionally, papers on large birds (e.g., emus, ostriches) as well as wild-captured mammals and crocodiles will be welcomed.